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-title: "Advanced Feature"
-linkTitle: "Advanced Feature"
-weight: 4
-date: 2021-08-31
-description: >
-
----
diff --git a/content/en/docs/Tutorials/advanced-feature/demo.md b/content/en/docs/Tutorials/advanced-feature/demo.md
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-title: "demo"
-date: 2022-06-09
-weight: 5
-keywords: ["StartHook", "ShutdownHook"]
-description: desc。
----
-
-xxxxxxxx
diff --git a/content/en/docs/Tutorials/basic-feature/_index.md b/content/en/docs/Tutorials/basic-feature/_index.md
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-title: "Basic Feature"
-linkTitle: "Basic Feature"
-weight: 1
-date: 2021-08-31
-description: >
-
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-title: "demo"
-date: 2022-11-04
-weight: 6
-keywords: ["keywords"]
-description: description
----
-
-xxxxxxx
-
diff --git a/content/en/docs/User Guide/ Colocate applications with differentiated QoS classes/_index.md b/content/en/docs/User Guide/ Colocate applications with differentiated QoS classes/_index.md
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+---
+title: "Colocate applications with differentiated QoS classes"
+linkTitle: "(WIP)Colocate applications with differentiated QoS classes"
+weight: 4
+date: 2024-01-31
+description: >
+
+---
diff --git a/content/en/docs/User Guide/Resource overcommitment/_index.md b/content/en/docs/User Guide/Resource overcommitment/_index.md
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+---
+title: "Resource overcommitment"
+linkTitle: "Resource overcommitment"
+weight: 1
+date: 2024-01-16
+description: >
+
+---
+
+## Introduction
+The resource usage of online business often fluctuates with variations in the number times your service gets called, showing evident tidal characteristics. To ensure the stability of operations, users typically base their resource requests on the resource consumption during peak hours, and service owners tend to over-apply for resources which leads to resource wastage.
+
+Katalyst provides the capability of colocation as one of the ways to address the aforementioned issues. However, it may not be convenient to implement colocation in some scenarios:
+- Only online services are involved, which means most of the services share the peak hours.
+- Applying for reclaimed resource requires modifications to the applications or even the platform.
+
+Katalyst offers a simple resource overcommitment solution that is transparent to the business side, facilitating users in quickly improving resource utilization.
+<div align="center">
+  <picture>
+    <img src="./overcommit.png" width=50% title="Katalyst overcommit" loading="eager" />
+  </picture>
+</div>
+
+- Over-commit Webhook：Hijacks kubelet heartbeat request and oversell allocatable resource according to user configuration.
+- Over-commit Controller：Manage `nodeovercommitconfig` CRD.
+- Katalyst Agent：Ensure node performance and stability using interference detection and eviction; dynamically calculate overcommit ratio according to metrics.(Not implemented yet) 
+- Katalyst Scheduler：Admitting pods that binds to specific cpusets to avoid failures of running pods that requires cpusets binding.(Not implemented yet)
+
+## Installation
+
+### Prerequisite
+- Katalyst >= v0.4.0
+
+### Create a kind cluster
+
+```bash
+kind create cluster --config - <<EOF
+# this config file contains all config fields with comments
+kind: Cluster
+apiVersion: kind.x-k8s.io/v1alpha4
+
+# 1 control plane node and 3 workers
+nodes:
+# the control plane node config
+- role: control-plane
+# the three workers
+- role: worker
+- role: worker
+- role: worker
+EOF
+```
+
+### Install Katalyst resource overcommitment
+```bash
+helm repo add https://kubewharf.github.io/charts
+helm install overcommit -n katalyst-system --create-namespace kubewharf/katalyst-overcommit
+```
+
+## Use resource overcommitment
+1. Label the nodes we apply resource overcommitment to
+```bash
+kubectl label node kind-worker kind-worker2 kind-worker3 katalyst.kubewharf.io/overcommit_node_pool=overcommit-demo
+``` 
+
+2. Create a deployment with 20 replicas
+```bash
+kubectl create -f - <<EOF
+kind: Deployment
+apiVersion: apps/v1
+metadata:
+  name: busybox-deployment-overcommit
+spec:
+  replicas: 20
+  selector:
+    matchLabels:
+      app: busybox
+  template:
+    metadata:
+      labels:
+        app: busybox
+    spec:
+      affinity:
+        nodeAffinity:
+          requiredDuringSchedulingIgnoredDuringExecution:
+            nodeSelectorTerms:
+            - matchExpressions:
+              - key: katalyst.kubewharf.io/overcommit_node_pool
+                operator: In
+                values:
+                - overcommit-demo
+      containers:
+      - name: busybox
+        image: busybox
+        command: ["sleep", "36000"]
+        resources:
+          requests:
+            cpu: "1500m"
+            memory: "1Gi"
+EOF
+```
+
+3. Check the running status of the pods
+```bash
+kubectl get pod -o wide |grep busybox-deployment-overcommit |awk '{print $3}' |sort |uniq -c
+```
+Since each pod request for `1500m` of CPU millicores and `1Gi` of memory, and we only have 3 node with `4` CPU cores and `8Gi` memory each. Most of the pods will be in `pending` status.
+```console
+ 14 Pending
+  6 Running
+```
+However, all of the `busybox` containers are executing `sleep 36000` which barely cost you any CPU time, and hence very low overall resource usage.
+
+4. Configure resource overcommitment, and set the `overcommitRatio` of both CPU and memory to `2.5`
+```bash
+kubectl create -f - <<EOF
+apiVersion: overcommit.katalyst.kubewharf.io/v1alpha1
+kind: NodeOvercommitConfig
+metadata:
+  name: overcommit-demo
+spec:
+  nodeOvercommitSelectorVal: overcommit-demo
+  resourceOvercommitRatio:
+    cpu: "2.5"
+    memory: "2.5"
+EOF
+```
+This essentially means that Katalyst oversells node resource to allow more pods to be scheduled.
+If we take a look at the node annotation and status, we can see the orignial and the new allocatable/capacity resource.
+```yaml
+apiVersion: v1
+kind: Node
+metadata:
+  annotations:
+    katalyst.kubewharf.io/cpu_overcommit_ratio: "2.5"
+    katalyst.kubewharf.io/memory_overcommit_ratio: "2.5"
+    katalyst.kubewharf.io/original_allocatable_cpu: "4"
+    katalyst.kubewharf.io/original_allocatable_memory: 8151352Ki
+    katalyst.kubewharf.io/original_capacity_cpu: "4"
+    katalyst.kubewharf.io/original_capacity_memory: 8151352Ki
+  labels:
+    katalyst.kubewharf.io/overcommit_node_pool: overcommit-demo
+  name: kind-worker
+status:
+  allocatable:
+    cpu: "10"
+    memory: 20378380Ki
+  capacity:
+    cpu: "10"
+    memory: 20378380Ki
+    ...
+```
+
+5. Check the running status of the pods again
+```bash
+kubectl get pod -o wide |grep busybox-deployment-overcommit |awk '{print $3}' |sort |uniq -c
+```
+We can verify that more pods are able to get scheduled.
+```console
+   2 Pending
+  18 Running
+```
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diff --git a/content/en/docs/User Guide/Tidal colocation/_index.md b/content/en/docs/User Guide/Tidal colocation/_index.md
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+---
+title: "Tidal colocation"
+linkTitle: "Tidal colocation"
+weight: 1
+date: 2024-01-16
+description: >
+
+---
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diff --git a/content/en/docs/Tutorials/_index.md b/content/en/docs/User Guide/_index.md
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 ---
-title: "Tutorials"
-linkTitle: "Tutorials"
+title: "User Guide"
+linkTitle: "User Guide"
 weight: 3
 date: 2022-12-23
 description: custom